AI ENGINEER< EM COIMBRA-COIMBRA

Founded 12 years ago as a spin off from Critical Software, the Retmarker company brings the innovative spirit from its founders to push for the adoption of  Artificial Intelligence  to the field of  Ophthalmology. We are one of the oldest and most respected AI providers in this field. We operate from Coimbra (Portugal) to the World. The company is currently focused on retinal diseases, namely on  Diabetic Retinopathy, where we provide our own computer vision technology and professional services in the implementation of efficient and effective population-based screening programs. Our technology is  certified as a medical device. In recent years, we have been involved in the automated analysis of images from half a million diabetics, contributing to a better management of their disease and preventing blindness.  The company has ambitious plans to grow over the coming years, integrated in a new European group. We intend to speed up our efforts and  expand the usage of Deep Learning technology  in our products and address new pathologies from retinal images.  In this context, we will be reinforcing our R&D capacity with new elements. One of the elements we are looking for is an AI Engineer to join the AI team. We are a small team, extremely flexible, that keeps improving our own culture daily. If you like the environment of a startup, but one with a track-record already (real challenges, real data), creating a positive impact on people’s lives, this may be THE opportunity.  Remote working in the mid-term is a possibility.   KEY RESPONSIBILITIES AND EXPERIENCE Knowledge of Artificial Intelligence(specifically Machine Learning and with a huge focus on Deep Learning) using state-of-the-art methods. Ability to implement the defined Data Models in the most efficient way. Experience with processing, cleansing, and verifying the integrity of data used for analysis. Experience monitoring performance and advising any necessary infrastructure changes. Ability to analyze results for robustness, validity, and out of sample stability. Good applied-statistics skills (distributions, statistical testing, regression). Excellent verbal and written communication skills (Portuguese and English).   ESSENTIAL QUALIFICATIONS AND TECHNICAL SKILLS  University Degree (or confirmed professional experience) in computer science, informatics engineering or similar domain, with strong software engineering knowledge.  Minimum of 2-3 years’ experience in AI, ML engineering, Deep Learning or similar. Hands on experience with computer vision and image processing: good knowledge of fundamentals in feature extraction and image analysis retinal image processing is a strong plus industry experience in a healthcare/medical setting is a plus. Good understanding of Machine Learning techniques and algorithms (k-NN, Naive Bayes, SVM, Random Forests). Good understanding of Deep Learning. Strong programming skills in Python and in relevant Python Libraries for AI (Tensorflow, PyTorch, OpenCV, Keras, etc). Skilled in common data science toolkits, such as NumPy, Scikit-learn, Pandas, Matplotlib, SciPy, Matlab (strong in at least one of these is highly desirable). Previous experience using tools like Jira, Bitbucket/GitHub is a plus. Knowledge of CI/CD technologies and their application in Machine Learning is a plus.   --- Are you ambitious? Can you cope with pressure? Would you like to work with state-of-the-art AI/computer vision technology?  If your answer is yes to these questions, get in touch! We would be pleased to meet you.